@InProceedings{garg_et_al:LIPIcs.ITCS.2021.53, author = {Garg, Ankit and Kothari, Robin and Netrapalli, Praneeth and Sherif, Suhail}, title = {{No Quantum Speedup over Gradient Descent for Non-Smooth Convex Optimization}}, booktitle = {12th Innovations in Theoretical Computer Science Conference (ITCS 2021)}, pages = {53:1--53:20}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-177-1}, ISSN = {1868-8969}, year = {2021}, volume = {185}, editor = {Lee, James R.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2021.53}, URN = {urn:nbn:de:0030-drops-135921}, doi = {10.4230/LIPIcs.ITCS.2021.53}, annote = {Keywords: Quantum algorithms, Gradient descent, Convex optimization} }